It would probably be a lot of work for very little reward selling individually on Amazon or eBay, unless you have some rare CDs in there.

You could try one of the scanning apps to find that out, like Profit Bandit (20 free scans, $10 per month after that), if there are hundreds of CDs and they are not just the typical bestselling albums of the last X years that most people have in their collections.